A PPO agent leveraging reinforcement learning performs Penetration Testing in a simulated computer network environment. The agent is trained to scan for vulnerabilities in the network and exploit them to gain access to various network resources.
☆29Apr 2, 2025Updated last year
Alternatives and similar repositories for RL4RedTeam
Users that are interested in RL4RedTeam are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Modelling Capture-the-Flag Challenges Using Reinforcement Learning☆15Jul 30, 2022Updated 3 years ago
- ☆19Feb 22, 2022Updated 4 years ago
- PenGym: Pentesting Training Framework for Reinforcement Learning Agents☆58Dec 19, 2024Updated last year
- Gym-based environment for training offensive RL agents. Agents can generalize to unseen scenarios and simulation-trained agents can be de…☆43Sep 20, 2024Updated last year
- Multi-Agent Reinforcement Learning on network-security☆22Apr 12, 2022Updated 4 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- State of vulnerabilties report☆11Feb 20, 2020Updated 6 years ago
- An environment for testing AI pentesting agents against a simulated network.☆209Feb 28, 2024Updated 2 years ago
- Bayesian Regression Models using pymc3☆11Feb 4, 2017Updated 9 years ago
- An open source reinforcement learning codebase with a variety of intrinsic exploration methods implemented in PyTorch.☆11Feb 6, 2023Updated 3 years ago
- ☆11Jan 11, 2022Updated 4 years ago
- ☆17Mar 8, 2024Updated 2 years ago
- The TTCP CAGE Challenges are a series of public challenges instigated to foster the development of autonomous cyber defensive agents. Thi…☆78Oct 27, 2025Updated 7 months ago
- Prioritized Sequence Experience Replay☆10Aug 16, 2021Updated 4 years ago
- Opinionated library for managing hyperparameters and mutable state of machine learning training systems.☆19Aug 4, 2023Updated 2 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Example Code for the Conditional Action Trees Paper☆12May 24, 2021Updated 5 years ago
- Reinforcement Learning for Classical Planning☆12Apr 13, 2022Updated 4 years ago
- AutoPentest-DRL: Automated Penetration Testing Using Deep Reinforcement Learning☆437Feb 15, 2022Updated 4 years ago
- ☆10Jun 28, 2022Updated 3 years ago
- Reward Propagation using Graph Convolutional Networks☆13Jun 19, 2021Updated 5 years ago
- Implementation of "Sample-Efficient Deep Reinforcement Learning via Episodic Backward Update", NeurIPS 2019.☆16Sep 24, 2019Updated 6 years ago
- Fast reinforcement learning research☆64May 25, 2026Updated 3 weeks ago
- ☆18Jul 2, 2023Updated 2 years ago
- Reward Estimation for Variance Reduction in Deep Reinforcement Learning☆23Oct 26, 2018Updated 7 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Tutorial on Multi-Agent Reinforcement for Train Scheduling☆11May 18, 2020Updated 6 years ago
- Python bindings for the Rusty Object Notation.☆18May 30, 2026Updated 2 weeks ago
- 大学学生会,团委组织学生社团活动时,经常需要进行活动、签到统计等管理,本小程序适合大学社团签到和组织活动用的小程序。 对外与外校沟通交流,与商家联系;对内为学生会的各个活动提供支持。在这里,你能得到的远比你想象的要多,与志同道合的人一起成长,☆19Mar 13, 2022Updated 4 years ago
- ☆13Jan 18, 2024Updated 2 years ago
- ☆16Mar 15, 2024Updated 2 years ago
- MBRL library in JAX☆10Sep 22, 2022Updated 3 years ago
- Code for the paper "Batch size invariance for policy optimization"☆60Apr 2, 2023Updated 3 years ago
- An algorithm for parsing any planning problem in PDDL format☆15Sep 16, 2016Updated 9 years ago
- A toolkit for working with RDDL domains in Python3.☆17Nov 7, 2020Updated 5 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆21Apr 24, 2026Updated last month
- ☆10May 13, 2026Updated last month
- Mysql4 on Docker☆11May 20, 2016Updated 10 years ago
- Transfer Learning in Reinforcement Learning using Stable-Baseline3 | Transfer Reinforcement Learning for Differing Action Spaces via Q-Ne…☆22Feb 27, 2022Updated 4 years ago
- Reinforcement learning training framework for entity-gym environments.☆17Mar 18, 2024Updated 2 years ago
- ☆15Mar 4, 2020Updated 6 years ago
- GNN MARL Approach for the CAGE-4 automated cyber defense challenge☆15Nov 18, 2025Updated 7 months ago